Tools tagged with "MCP"

Hatice is a self-hosted coding agent orchestrator for developers who want agents to work through issue-tracker tasks. It assigns issues to Claude Code agents and manages work across multiple turns.

LM Studio runs downloaded language models for conversations and tasks on your computer. Its Bionic agent helps people create documents, write software and carry out work using local or frontier open models.

Fast Agent is a terminal coding assistant and Python toolkit for developers building AI agents and automated workflows. You can choose local LLMs or hosted providers and use the same toolkit for interactive work, scripting, and evaluation.

Revornix is an AI knowledge workspace for people who collect articles, research papers and recordings and want to ask questions across their library. It connects saved material in a personal knowledge graph and uses those relationships to inform its answers.

Nexent is a self-hosted AI agent platform for people and teams who want to build agents by describing tasks in plain language. It generates executable agents without requiring code or a visual workflow editor.

Flawless provides CISRE, a self-hosted AI SRE platform for teams investigating Kubernetes incidents. It connects evidence collection and diagnosis with approved changes and checks that the affected resource has recovered.

AgentArk is a self-hosted AI agent runtime for people who want a personal assistant that remembers preferences and carries out ongoing work under their control. It runs through Docker on macOS, Windows and Linux, with a browser interface for chat, tasks and action review. It's free and open source under Apache 2.0.

Agent Zero is a self-hosted AI agent framework for people who want an assistant to carry out research, coding, and document work on a computer. You can watch its actions and intervene in the same desktop with your mouse and keyboard.

py-xiaozhi is a Python AI voice client for people who want to try Xiaozhi conversations on a computer or build voice interaction into hardware projects. It builds on the xiaozhi-esp32 project and lets you use a desktop microphone and speakers without dedicated Xiaozhi hardware.

CodeGPT is an AI coding assistant for developers who want help writing, refactoring and debugging code inside their editor. It supports VS Code, JetBrains and Visual Studio, with a choice of local or cloud models.

Grok Build is a terminal coding assistant whose runtime edits files and executes commands on your computer. The default connection uses xAI’s remote inference service and needs network access and authentication. Browser login, device codes and API keys are supported, and organizations can configure third-party BYOK endpoints.

DSPy is a Python framework for developers building language model applications with local backends such as Ollama on a laptop or SGLang on a GPU server. It connects application code to those model servers, which handle inference on your hardware. It also supports cloud providers, so where model requests go depends on the backend you choose.

Zeraix is a local AI desktop for people who want models to work with their files and carry out multi-step tasks. It combines chat, project tools, and agents in one workspace.

Waggle is a local MCP server for developers coordinating AI agents across coding tools. It lets agents pass references to plans, reports and other artifacts while keeping a record of who created them and what recipients read.

SmartSub helps video creators subtitle recordings and dub them into other languages. You can use its transcription, translation, proofreading, dubbing and export tools separately or combine them for batch processing.

OpenHarness is a Python framework for developers and researchers building AI agents that can act on files, use tools and retain work across sessions. It includes ohmo, a personal agent that handles coding tasks through Feishu, Slack, Telegram or Discord.

MCP Agent is a Python framework for developers building AI agents that use tools through Model Context Protocol (MCP). It handles connections to MCP servers and provides reusable workflows for coordinating agents across a task.

Qwen Code is an AI coding assistant for developers who want an agent to review code, fix bugs and carry out work in a project. You can use it in a terminal, editor, desktop app or browser.

Row-Bot is a local AI assistant for people who want to research, create documents and automate work on their own computer. It combines conversations with memory and agents that can continue working on longer tasks.

Pyserini is an open-source Python toolkit for researchers and developers comparing document search methods or building the retrieval stage of a ranking or RAG system. It runs as a Python package on your own hardware and lets you search existing benchmark indexes or build indexes from your own documents. Its license is Apache 2.0.

Tiledesk is an AI chatbot and live chat platform for teams handling customer support and internal information searches. Its visual builder lets teams design conversations and automated workflows without writing code.

ESPnet is a speech AI toolkit for researchers and developers who want to run pretrained models on their own hardware or train speech systems. Its recipes cover data preparation through evaluation, with published results for comparison.

Hypha is a TypeScript AI agent framework for developers building applications that need controlled tool use and recoverable work. It separates an agent's planning and tool choices from the execution layer that decides which actions may proceed.

Project Orchestrator coordinates AI coding agents for developers working across tasks or related repositories. It gives agents a shared record of code, plans and decisions so each task can draw on earlier work.

AG2 is an open-source Python framework for developers building cooperating AI agents on their own machines or servers. Its Ollama integration lets agents use a local LLM; it also supports OpenAI, Anthropic and Gemini APIs, which send model requests to those providers. It runs on macOS, Windows and Linux under the Apache 2.0 license.

Kong Gateway gives platform teams a shared place to manage API, LLM and MCP requests. It helps teams apply access and traffic policies across services and AI applications on infrastructure they control.

Google ADK is an AI agent framework for developers building applications that carry out multi-step tasks. Agents can run on your own infrastructure and use locally running models through adapters, or connect to hosted providers such as Gemini.

XERJ is a local search engine for developers building AI agents that need to retrieve code, documents or stored knowledge without reading whole files into their context. It runs on a laptop or self-hosted server.

AIPOCH Open-Science is a desktop AI research workbench for scientists who want to keep investigations, analysis and supporting evidence in one project. Its agents work with research files and executable tools to produce outputs you can inspect alongside the records behind them.

BoBe is an open-source desktop assistant that offers help based on what you're working on. It runs on Apple Silicon Macs with macOS 15 or later. Optional periodic screen captures give a vision model context about your work, while a floating overlay lets you chat with the assistant and review its suggestions.

UltraRAG is a self-hosted framework for researchers and developers building AI systems that answer questions using their own documents. Its Python application and Docker deployment provide a browser workspace for knowledge bases, workflow design and evaluation. Generation can use local models through vLLM or Hugging Face. Embeddings can use local Sentence Transformers or a configured OpenAI service; the OpenAI cloud connection sends embedding inputs to that service.

Agent QA is a source-available AI testing agent for developers and software teams testing web, Android and iOS apps. You describe a user journey and its expected results in plain English. It tests the real interface and carries observations from earlier runs into later ones, so it can account for how your app behaves.

SimpleMem is a memory system for developers building AI agents that need to recall past conversations and stored media without passing the full history to a model each time.

FastAPI MCP is a Python library for developers who want AI applications to use an existing FastAPI service through the Model Context Protocol (MCP). It creates tools from API endpoints, so developers don't have to build a separate MCP interface for each one.